PostHog MCP Server
Official PostHog MCP Server for product analytics, feature flags, experiments, and more.
Description from the maker (original English)
Public web data for AI agents: scrape any page, plus Google, TikTok, Instagram and Amazon as JSON.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
x-api-keyValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http scrapingbot https://scrapingbot.io/api/mcp --header 'x-api-key: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"scrapingbot": {
"url": "https://scrapingbot.io/api/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"scrapingbot": {
"type": "http",
"url": "https://scrapingbot.io/api/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
x-api-key secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
listCapabilitiesList every ScrapingBot tool, the API routes behind them and their parameters. Free.
scrapeWebsiteFetch any public web page and return its content as markdown (format: "html" for the raw HTML). 1 credit; render_js (pages built with JavaScript) 5; premium_proxy 10; stealth_proxy 75. screenshot: true attaches a screenshot image.
extractStructuredDataFetch a web page and have AI pull out exactly the fields you want, as JSON. Pass ai_query (plain English, e.g. "title, price and stock") or ai_schema ({"field": "description"}). The page cost plus 5 credits.
getScrapeJobLook up an earlier scrape by the job_id it returned. Free.
pollJobUntilDoneWait for a scrape job to finish, then return it. Free.
runBrowserScenarioOpen a page in a real browser, run steps such as click, fill, scroll and wait, then return the resulting page as markdown. js_scenario: {"instructions": [{"fill": ["#q", "shoes"]}, {"click": "#go"}, {"wait": 1000}]}. From 5 credits.
googleSearchGoogle results as JSON: web (default), images, videos, news, shopping, places or maps (type), for any country (gl) and language (hl). Places and maps results include a cid for googleReviews. 10 credits.
googleReviewsReviews of a place from Google Maps, by the cid, fid or placeId in a googleSearch places or maps result. sortBy newest, mostRelevant, highestRating or lowestRating; pass nextPageToken for more. 10 credits.
instagramUserAn Instagram profile: bio, follower, following and post counts, links and the numeric user id other tools need. Pass one of username, user_id or url. 5 credits.
instagramSearchSearch Instagram accounts, hashtags, places or posts (search_type), or everything at once (global). 5 credits.
instagramMediaInstagram content by mode: an account's posts, reels or tagged posts (user_id), one post by shortcode or url, a post's comments, the replies to a comment (comment_id), or an account's active stories (username). 5 credits.
instagramFollowersList or search an Instagram account's followers or following, by numeric user_id from instagramUser. query searches the whole list; max_id pages. For very large accounts Instagram shows only about 50 recent followers, so use query to find someone. 5 credits.
tiktokVideoA TikTok video's stats, caption, author, sound and download links, by video URL. 1 credit.
tiktokUserA TikTok profile by username: bio, counts, verified badge and numeric user id; include_posts returns the latest videos instead. 1 credit.
tiktokSearchSearch TikTok creators (search_type: users) or videos (videos) by keyword. Videos page: for page 2 onward pass the previous response's data.cursor as cursor and its data.searchId as search_id. Users search returns a single page and ignores cursor. 1 credit.
tiktokCommentsComments on a TikTok video (url), or the replies to one comment (comment_id plus the video url or video_id). 1 credit.
tiktokFollowersA TikTok account's followers or the accounts it follows, by numeric user_id (data.user.id from tiktokUser). Up to 50. 1 credit.
amazonSearchSearch Amazon US products by keyword: title, price, rating, Prime and photo for each. page for more. 10 credits.
amazonProductEverything on an Amazon product page by ASIN: price, rating, availability, bullet points, specifications, photos and variations. 10 credits.
amazonProductsFull details for up to 20 ASINs in one call, the same as amazonProduct for each. 10 credits per product returned; ASINs that fail are free.
amazonSuggestionsThe suggestions Amazon shows as a shopper types: useful for keyword research. 10 credits.
amazonRankingsAmazon's Best Sellers or New Releases for a department, in rank order, with price and rating. 10 credits.
providerRequestCall any Google, Instagram, TikTok or Amazon endpoint by path, for the few the other tools do not cover (listCapabilities lists them). Costs the same as that API.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 11, 2026
The registry name was verified against the domain scrapingbot.io (the registry checks domain ownership)
Code last changed 38 days ago
We have not read this repo from GitHub yet
Responded in 591 ms (HTTP 200)
No sign-in needed
Read 23 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 4 of 4 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: x-api-key
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed 38 days ago, and the latest version (1.0.0) reached the registry 38 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: PostHog MCP Server, Agent-Native Analytics, Openshorts
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Official PostHog MCP Server for product analytics, feature flags, experiments, and more.
Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts
Turn long videos into viral vertical shorts and publish them to TikTok, Instagram and YouTube.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
One API key for public web data: scrape any page (plain or JavaScript-rendered), pull fields out with AI, and get public TikTok, Instagram, Google and Amazon data as JSON. A hosted MCP server gives AI agents the same data as tools.
100 free credits when you sign up. No credit card. Get your API key
Docs · Pricing · MCP server · Examples · Agent Skills
export SCRAPINGBOT_API_KEY="YOUR_API_KEY"
curl "https://scrapingbot.io/api/v1/scrape?url=https://example.com" \ -H "x-api-key: $SCRAPINGBOT_API_KEY"
{
"success": true, "url": "https://example.com", "html": "<!doctype html> …", "status": 200, "duration": "0.79", "credits_used": 1, "job_id": "…" }
That call cost 1 credit. Failed requests are refunded automatically.
Base URL: https://scrapingbot.io/api/v1 Auth: x-api-key: YOUR_API_KEY header (or Authorization: Bearer YOUR_API_KEY). Keep the key on the server.
The data APIs (TikTok, Instagram, Google, Amazon) are all POST with a JSON body naming the endpoint and its params:
curl -X POST "https://scrapingbot.io/api/v1/tiktok" \
-H "x-api-key: $SCRAPINGBOT_API_KEY" \ -H "Content-Type: application/json" \ -d '{"endpoint": "/user/info", "params": {"unique_id": "tiktok"}}'
| API | Route | endpoint values | Credits |
|---|---|---|---|
| Website | GET or POST /api/v1/scrape | one route; options: render_js, screenshot, js_scenario, wait_for, premium_proxy, stealth_proxy, … | 1 plain · 5 rendered · 10 premium proxy · 75 stealth proxy |
| AI extraction | /api/v1/scrape + ai_query or ai_schema | returns ai_result JSON | +5 on top of the page |
| Job lookup | GET /api/v1/job/:job_id | re-fetch a scrape result (kept 24 hours) | free |
| TikTok | POST /api/v1/tiktok | / (video), /user/info, /user/posts, /user/followers, /user/following, /user/search, /feed/search, /music/info, /music/posts, /comment/list, /comment/reply | 1 |
POST /api/v1/instagram | /user/by_username, /user/by_id, /medias/by_user_id, /reels/by_user_id, /medias/tagged_by_user_id, /stories/by_username, /followers/by_user_id, /following/by_user_id, /media/by_shortcode, /media/by_url, /comments/media_comments_by_id, /comments/replies, /search/users_by_keyword, /search/hashtags_by_keyword, /search/places_by_keyword, /search/global, /search/posts, /media/shortcode_to_id, /media/id_to_shortcode | 5 | |
POST /api/v1/google | /search, /images, /videos, /news, /shopping, /places, /maps, /reviews | 10 | |
| Amazon | POST /api/v1/amazon | /search, /product-details, /products (up to 20 ASINs), /autocomplete, /best-sellers, /new-releases, /product-category-list, /deals-v2, /seller-profile, /seller-products | 10 (/products: 10 per product returned) |
| ChatGPT | POST /api/v1/chatgpt | body {"prompt": "…"} | 10 |
| MCP | POST /api/mcp | 23 tools over Streamable HTTP | same as the API behind each tool |
Full parameters and response shapes: docs.
200. Any error is refunded.fault: "user"). Timeouts, other 4xx such as 403 and 429, 5xx and errors on our side are refunded (credits_used: 0).Limits are on requests in flight at once, not per minute. The free plan allows 1 concurrent request; paid plans allow 10 to 200. Going over returns 429 right away (free); retry with a short, growing delay. Timeouts: 45 s for scraping and Instagram, 30 s for TikTok and Amazon, 15 s for Google.
| Status | Meaning | Charged |
|---|---|---|
| 400 | Missing or invalid parameter, unsupported endpoint | No (except a target page's own 400 on the Website API) |
| 401 | Missing or invalid API key | No |
| 402 | Not enough credits; the message says how many are needed | No |
| 404 | Website API: the page doesn't exist. Data APIs: profile, post or product not found | Website API only |
| 408 | Timed out | No |
| 429 | Concurrency limit reached | No |
| 5xx | The site or a data source failed | No |
Hosted at `https://scrapingbot.io/api/mcp` (Streamable HTTP, stateless). Nothing to install. Authenticate with your API key in the x-api-key header, or Authorization: Bearer.
claude mcp add --transport http scrapingbot https://scrapingbot.io/api/mcp \
--header "x-api-key: YOUR_API_KEY"
Add --scope user to use it in every project. Type /mcp in a session to see the tools.
Open Settings → Connectors → Add custom connector, name it ScrapingBot, and paste:
https://scrapingbot.io/api/mcp?api_key=YOUR_API_KEY
Then turn it on from the tools menu in a chat. Connectors take a URL only, so the key goes in the URL: keep that URL private, like a password.
~/.cursor/mcp.json (or .cursor/mcp.json in a project):
{
"mcpServers": { "scrapingbot": { "url": "https://scrapingbot.io/api/mcp", "headers": { "x-api-key": "YOUR_API_KEY" } } } }
.vscode/mcp.json in your project, then pick the ScrapingBot tools in Copilot's agent mode:
{
"servers": { "scrapingbot": { "type": "http", "url": "https://scrapingbot.io/api/mcp", "headers": { "x-api-key": "YOUR_API_KEY" } } } }
URL https://scrapingbot.io/api/mcp, header x-api-key: YOUR_API_KEY (or Authorization: Bearer YOUR_API_KEY). If the client only takes a URL, append ?api_key=YOUR_API_KEY. When calling it by hand, send Accept: application/json, text/event-stream.
| Area | Tools | Credits |
|---|---|---|
| Any website | scrapeWebsite (markdown or HTML, optional screenshot), extractStructuredData (AI fields as JSON), runBrowserScenario (click, fill, scroll, wait) | 1 / 5 rendered; +5 for AI |
googleSearch (web, images, videos, news, shopping, places, maps), googleReviews | 10 | |
instagramUser, instagramSearch, instagramMedia, instagramFollowers | 5 | |
| TikTok | tiktokVideo, tiktokUser, tiktokSearch, tiktokComments, tiktokFollowers | 1 |
| Amazon | amazonSearch, amazonProduct, amazonProducts, amazonSuggestions, amazonRankings | 10 |
| Utility | listCapabilities, getScrapeJob, pollJobUntilDone (free), providerRequest (any endpoint above) |
Tool calls are ordinary API requests: same credits, same concurrency slots, same refunds.
skills/ holds Agent Skills that teach an agent to call the REST API directly with SCRAPINGBOT_API_KEY: which endpoint for which task, the parameters, the response fields worth reading, error handling and costs.
| Skill | Use it for |
|---|---|
web-scraping | Fetching any page, rendering JavaScript, browser actions, screenshots, AI extraction |
google-search | Google web, images, videos, news, shopping, places, maps and reviews |
tiktok-data | Public TikTok videos, profiles, posts, sounds, comments and search |
instagram-data | Public Instagram profiles, posts, reels, comments and search |
amazon-products | Amazon search, product details, batches, rankings, suggestions and deals |
Claude Code: copy a folder into ~/.claude/skills/ (or .claude/skills/ in a project). Set SCRAPINGBOT_API_KEY in the environment the agent runs in.
Small, runnable scripts in examples/, each in curl, Python (requests) and Node (built-in fetch, Node 18+):
| Task | curl | Python | Node |
|---|---|---|---|
| Scrape a page | scrape.sh | scrape.py | scrape.mjs |
| Extract fields with AI | extract.sh | extract.py | extract.mjs |
| Google search | google_search.sh | google_search.py | google_search.mjs |
| TikTok profile and latest videos | tiktok_user.sh | tiktok_user.py | tiktok_user.mjs |
| Instagram profile and posts | instagram_user.sh | instagram_user.py | instagram_user.mjs |
| Amazon search and product details | amazon_product.sh | amazon_product.py | amazon_product.mjs |
Python needs pip install requests; the curl scripts that build JSON use jq. Each language folder has a tiny shared client (scrapingbot.py, scrapingbot.mjs) that retries refunded failures (408, 429, 5xx) with backoff.
export SCRAPINGBOT_API_KEY="YOUR_API_KEY"
sh examples/curl/scrape.sh https://example.com python examples/python/google_search.py "best espresso machine" node examples/node/tiktok_user.mjs tiktok
Free: 100 credits on sign-up, 1 concurrent request. Paid plans start at $49.99/month for 275,000 credits and 10 concurrent requests. See pricing.
ScrapingBot returns publicly available data. Respect each site's terms and applicable law, and handle any personal data you collect accordingly.
The examples and skills in this repository are MIT licensed. See LICENSE. Use of the ScrapingBot API is subject to the terms at scrapingbot.io.